I thought I would be fine. I had prepared myself, told myself it was just a job, that he was just a person, now. But as I sat here, across from him, I realized I was wrong. The room itself seemed to shrink, the walls closing in. He looked at me with those knowing eyes, and I felt exposed.

The knot in my stomach tightened. He was a professional now, I thought, and he would maintain confidentiality. But the years of being pushed around, of feeling small, resurfaced, and I wanted to flee the moment. "Well?" he asked gently, the question a whip cracking.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217